Diana K.

Diana K., holding a PhD in Mathematical Computer Science from CEA Saclay and Paris Saclay University, is an expert in applied mathematics with a focus on non-negative matrix factorization, signal processing, and scientific software development. She developed DIANMF, an innovative open-source R package, that enhances the analysis of metabolomics datasets through the blind unmixing of SWATH-DIA mass spectrometry data. Her work, which integrates advanced methods in signal processing and machine learning, has been validated extensively, demonstrating improved metabolite identification. Diana possesses strong foundational knowledge in real and complex analysis, differential equations, and spectral analysis. She has honed her programming skills in R, Python, and MATLAB, while contributing to key publications in the field of data science and robust-safety notions in differential inclusions. Diana is seeking to leverage her depth of experience in scientific software development within postdoctoral or industry R&D roles. Based in Paris, France, she is poised to make significant contributions to the intersection of applied mathematics and biomedical data analysis.